Analyzing COVID-19 Risk Patterns using Mobility Data
Investigator: Suren Byna
Affiliation: Lawrence Berkeley National Laboratory
Investigator: Ashok Srinivasan
Affiliation: University of West Florida
Researchers at the University of West Florida and Berkeley Lab are analyzing mobility data collected from location based services and as a result to understand the disease risk patterns.
Data from the Location Based Services provides the locations of around 20 million people in the United State at the typical resolution of 10m, collected from cell phone apps around 150 times a day. Analysis activities target understanding the impact of human movement patterns and social distancing on COVID-19 infection outbreaks and identifying changes in procedures or policies at transportation hubs, hospitals/clinics, etc. that can mitigate infection risk.
Initial results of this work explored impact of government policies on social contacts in Florida. These results are available online and were covered by around 70 news outlets in the United States. The team is expanding this work for analyzing the entire USA data and seeking to identify fine-scaled determinants of infection risk and resilience.
About NERSC and Berkeley Lab
The National Energy Research Scientific Computing Center (NERSC) is a U.S. Department of Energy Office of Science User Facility that serves as the primary high-performance computing center for scientific research sponsored by the Office of Science. Located at Lawrence Berkeley National Laboratory, the NERSC Center serves more than 7,000 scientists at national laboratories and universities researching a wide range of problems in combustion, climate modeling, fusion energy, materials science, physics, chemistry, computational biology, and other disciplines. Berkeley Lab is a DOE national laboratory located in Berkeley, California. It conducts unclassified scientific research and is managed by the University of California for the U.S. Department of Energy. »Learn more about computing sciences at Berkeley Lab.